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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ALG12 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ALG12 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.6
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ALG12 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ALG12 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.1
Number of samples
207
Samples
Sample
Description
TPM
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
5.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.9
1c070992-647b-4173-a481-904c4d_D2
Normal
0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.9
b2400046-1d25-429d-a821-6040a6
Tumor
0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
